Numerical recipes : the art of scientific computing  [Text] ~ source code CD ROM

William H. Press ... [et al.]

Do you want easy access to the latest methods in scientific computing? This greatly expanded third edition of Numerical Recipes has it, with wider coverage than ever before, many new, expanded and updated sections, and two completely new chapters. The executable C++ code, now printed in colour for easy reading, adopts an object-oriented style particularly suited to scientific applications. Co-authored by four leading scientists from academia and industry, Numerical Recipes starts with basic mathematics and computer science and proceeds to complete, working routines. The whole book is presented in the informal, easy-to-read style that made earlier editions so popular. Highlights of the new material include: a new chapter on classification and inference, Gaussian mixture models, HMMs, hierarchical clustering, and SVMs; a new chapter on computational geometry, covering KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres; interior point methods for linear programming; MCMC; an expanded treatment of ODEs with completely new routines; and many new statistical distributions. For support, or to subscribe to an online version, please visit www.nr.com.

「Nielsen BookData」より

This book/CD bundle of the greatly expanded third edition of Numerical Recipes now has wider coverage than ever before, many new, expanded and updated sections, and two completely new chapters. Co-authored by four leading scientists from academia and industry, Numerical Recipes starts with basic mathematics and computer science and proceeds to complete, working routines. The informal, easy-to-read style that made earlier editions so popular is kept throughout. Highlights of the new material include: a new chapter on classification and inference, Gaussian mixture models, HMMs, hierarchical clustering, and SVMs; a new chapter on computational geometry, covering KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres; interior point methods for linear programming; MCMC; an expanded treatment of ODEs with completely new routines; and many new statistical distributions. For support or further licence information please visit www.nr.com.

「Nielsen BookData」より

Do you want reliable code for the latest methods in scientific computing? This CD-ROM contains all the source code from the new, and all previous, editions and language versions of Numerical Recipes. Included are: Numerical Recipes, Third Edition: complete source code in C++, with many brand-new routines Numerical Recipes, Second Edition: complete source code in C, Fortran 77, and Fortran 90 Numerical Recipes, First Edition: complete source code in Pascal and BASIC plus third-party ports of the code to Modula 2 and Common Lisp The CDROM also features an archive of difficult-to-find historical materials, including Baker's C Tools and More C Tools, Lau's Numerical Library in C for Scientists and Engineers, the influential NUMAL Algol 60 library from the Mathematisch Centrum in Amsterdam, and more than 250 MB of physically generated and multiply encrypted random bytes. Compatible with all computers and operating systems, the CDROM includes a Personal Single-User License that allows an individual to use the copyrighted code on any number of computers (no more than one at a time). For support or more general license information visit at www.nr.com.

「Nielsen BookData」より

[目次]

  • 1. Preliminaries
  • 2. Solution of linear algebraic equations
  • 3. Interpolation and extrapolation
  • 4. Integration of functions
  • 5. Evaluation of functions
  • 6. Special functions
  • 7. Random numbers
  • 8. Sorting and selection
  • 9. Root finding and nonlinear sets of equations
  • 10. Minimization or maximization of functions
  • 11. Eigensystems
  • 12. Fast Fourier transform
  • 13. Fourier and spectral applications
  • 14. Statistical description of data
  • 15. Modeling of data
  • 16. Classification and inference
  • 17. Integration of ordinary differential equations
  • 18. Two point boundary value problems
  • 19. Integral equations and inverse theory
  • 20. Partial differential equations
  • 21. Computational geometry
  • 22. Less-numerical algorithms
  • References.

「Nielsen BookData」より

[目次]

  • 1. Preliminaries
  • 2. Solution of linear algebraic equations
  • 3. Interpolation and extrapolation
  • 4. Integration of functions
  • 5. Evaluation of functions
  • 6. Special functions
  • 7. Random numbers
  • 8. Sorting and selection
  • 9. Root finding and nonlinear sets of equations
  • 10. Minimization or maximization of functions
  • 11. Eigensystems
  • 12. Fast Fourier transform
  • 13. Fourier and spectral applications
  • 14. Statistical description of data
  • 15. Modeling of data
  • 16. Classification and inference
  • 17. Integration of ordinary differential equations
  • 18. Two point boundary value problems
  • 19. Integral equations and inverse theory
  • 20. Partial differential equations
  • 21. Computational geometry
  • 22. Less-numerical algorithms
  • References.

「Nielsen BookData」より

[目次]

  • 1. Preliminaries
  • 2. Solution of linear algebraic equations
  • 3. Interpolation and extrapolation
  • 4. Integration of functions
  • 5. Evaluation of functions
  • 6. Special functions
  • 7. Random numbers
  • 8. Sorting and selection
  • 9. Root finding and nonlinear sets of equations
  • 10. Minimization or maximization of functions
  • 11. Eigensystems
  • 12. Fast Fourier transform
  • 13. Fourier and spectral applications
  • 14. Statistical description of data
  • 15. Modeling of data
  • 16. Classification and inference
  • 17. Integration of ordinary differential equations
  • 18. Two point boundary value problems
  • 19. Integral equations and inverse theory
  • 20. Partial differential equations
  • 21. Computational geometry
  • 22. Less-numerical algorithms
  • References.

「Nielsen BookData」より

この本の情報

書名 Numerical recipes : the art of scientific computing
著作者等 Flannery, Brian P.
Press, William H
Teukolsky, Saul A.
Vetterling, William T.
Flannery Brian P. (Cornell University New York)
Vetterling William T. (Exxon Research and Engineering Company)
Teukolsky Saul A.
巻冊次 [Text]
source code CD ROM
出版元 Cambridge University Press
刊行年月 2007
版表示 3rd ed
ページ数 xxi, 1235 p.
大きさ 27 cm
付随資料 1 computer optical disc
ISBN 9780521706858
9780521884075
9780521880688
NCID BA83183885
※クリックでCiNii Booksを表示
言語 英語
出版国 イギリス
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